Jaeseong Jeong

7PUBLICATIONS
3CO-AUTHORS
Bioinformatic methods developmentEnvironmental biogeochemistryBiological network analysisSemi- and unsupervised learningProcess control and simulation
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Publications (7)

|Sep 16, 2024
Identification of Optimal Machine Learning Algorithms and Molecular Fingerprints for Explainable Toxicity Prediction Models Using ToxCast/Tox21 Bioassay Data.

Donghyeon Kim, Jaeseong Jeong, Jinhee Choi

|Jul 09, 2024
Bridging the gap between human toxicology and ecotoxicology under one health perspective by a cross-species adverse outcome pathway network for reproductive toxicity.

Elizabeth Dufourcq Sekatcheff, Jaeseong Jeong, Jinhee Choi

|Apr 24, 2023
Integrative Data Mining Approach: Case Study with Adverse Outcome Pathway Network Leading to Pulmonary Fibrosis.

Jaeseong Jeong, Donghyeon Kim, Jinhee Choi

|Dec 08, 2022
Effects of Class Imbalance and Data Scarcity on the Performance of Binary Classification Machine Learning Models Developed Based on ToxCast/Tox21 Assay Data.

Changhun Kim, Jaeseong Jeong, Jinhee Choi

|Jun 06, 2022
Artificial Intelligence-Based Toxicity Prediction of Environmental Chemicals: Future Directions for Chemical Management Applications.

Jaeseong Jeong, Jinhee Choi

|Mar 13, 2019
In Silico Molecular Docking and In Vivo Validation with Caenorhabditis elegans to Discover Molecular Initiating Events in Adverse Outcome Pathway Framework: Case Study on Endocrine-Disrupting Chemicals with Estrogen and Androgen Receptors.

Jaeseong Jeong, Hunbeen Kim, Jinhee Choi

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Frequent Collaborators

7 joint publications

Jinhee Choi

2 joint publications

Donghyeon Kim

1 joint publications

Elizabeth Dufourcq Sekatcheff